Yuxia Geng
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
zero-shot learning
(4)
reinforcement learning
(1)
multi-task learning
(1)
domain generalization
(1)
domain adaptation
(1)
text classification
(1)
cross-modal learning
(1)
feature disentanglement
(1)
compositional learning
(1)
attribute recognition
(1)
knowledge graph
(1)
knowledge graph embedding
(1)
vision-language model
(1)
pre-trained language model
(1)
clip model
(1)
zero-shot classification
(1)
unlabeled data
(1)
symbolic knowledge
(1)
compositional zero-shot learning
(1)
attribute prediction
(1)
Papers
Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning
ACL 2025
DUET: Cross-Modal Semantic Grounding for Contrastive Zero-Shot Learning
AAAI 2023
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs
IJCAI 2023
Knowledge-aware Zero-Shot Learning: Survey and Perspective
IJCAI 2021
Zero-shot Text Classification via Reinforced Self-training
ACL 2020